Research on medical data mining and its applications.
- Author:
Chanzhen LIU
;
Youjun WANG
- Publication Type:Journal Article
- MeSH:
Algorithms;
Cluster Analysis;
Data Mining;
Decision Trees;
Medical Informatics;
Software
- From:
Journal of Biomedical Engineering
2014;31(5):1182-1186
- CountryChina
- Language:Chinese
-
Abstract:
With the development of computer technology, medical data has developed from traditional paper pattern into electronic mode, which could effectively promote the medical development. This paper at first presents the status and characteristics of medical data mining. Then, it discusses the critical method of medical data mining in classification, clustering and prediction, respectively. The paper focuses on the application and assessment of five algorithms which are designed for medical data mining, including decision tree, cluster analysis, association rule, intelligent algorithm and the mix algorithm. Finally, this paper outlooks the data mining application in medical domain.
